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Studies in Computational Intelligence

Intelligent Systems II: Complete Approximation by Neural Network Operators

Authors: Anastassiou, George A.

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  • Continuation and completion of the author’s earlier 2011 monograph, “Intelligent Systems: Approximation by Artificial Neural Networks”
  • The chapters of the book are self-contained and can be read independently
  • Presents recent original work by the author on approximation by neural networks
  • Includes an extensive list of references per chapter
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eBook $149.00
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  • ISBN 978-3-319-20505-2
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Hardcover $219.99
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  • ISBN 978-3-319-20504-5
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  • Immediate ebook access, if available*, with your print order
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Softcover $199.99
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  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: November 4, 2016
  • ISBN 978-3-319-37053-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
About this book

This monograph is the continuation and completion of the monograph, “Intelligent Systems: Approximation by Artificial Neural Networks” written by the same author and published 2011 by Springer.

The book you hold in hand presents the complete recent and original work of the author in approximation by neural networks. Chapters are written in a self-contained style and can be read independently. Advanced courses and seminars can be taught out of this brief book. All necessary background and motivations are given per chapter. A related list of references is given also per chapter. The book’s results are expected to find applications in many areas of applied mathematics, computer science and engineering. As such this monograph is suitable for researchers, graduate students, and seminars of the above subjects, also for all science and engineering libraries.

 

Reviews

“The present book … contains mainly the research results of the author in recent years. … To each chapter references are added. … The formal presentation by Springer is excellent.” (Claudia Simionescu-Badea, zbMATH, Vol. 1325.68008, 2016)


Table of contents (28 chapters)

Table of contents (28 chapters)
  • Rate of Convergence of Basic Neural Network Operators to the Unit-Univariate Case

    Pages 1-9

    Anastassiou, George A.

  • Rate of Convergence of Basic Multivariate Neural Network Operators to the Unit

    Pages 11-21

    Anastassiou, George A.

  • Fractional Neural Network Operators Approximation

    Pages 23-58

    Anastassiou, George A.

  • Fractional Approximation Using Cardaliaguet-Euvrard and Squashing Neural Networks

    Pages 59-87

    Anastassiou, George A.

  • Fractional Voronovskaya Type Asymptotic Expansions for Quasi-interpolation Neural Networks

    Pages 89-101

    Anastassiou, George A.

Buy this book

eBook $149.00
price for USA in USD (gross)
  • ISBN 978-3-319-20505-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA in USD
  • ISBN 978-3-319-20504-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: November 4, 2016
  • ISBN 978-3-319-37053-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Systems II: Complete Approximation by Neural Network Operators
Authors
Series Title
Studies in Computational Intelligence
Series Volume
608
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-20505-2
DOI
10.1007/978-3-319-20505-2
Hardcover ISBN
978-3-319-20504-5
Softcover ISBN
978-3-319-37053-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XV, 712
Number of Illustrations
1 b/w illustrations
Topics

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